Which scientific domains are supported?

ToolUniverse supports a wide range of disciplines including bioinformatics, cheminformatics, genomics, structural biology, proteomics, and clinical data analysis.

What is ToolUniverse?

ToolUniverse is a unified ecosystem providing AI agents with standardized access to over 600 scientific tools, datasets, and APIs across multiple research domains.

How does tool discovery work in this skill?

You can find tools using natural language semantic search (LLM-based or GPU-accelerated) or fast keyword-based lookups to identify the best resource for your task.

How do I integrate ToolUniverse with Claude Desktop?

You can integrate it using the Model Context Protocol (MCP) by running the tooluniverse-smcp command to connect the scientific toolset to your Claude environment.

Can I build multi-step scientific pipelines?

Yes, the skill is designed for tool composition, allowing you to chain tasks like identifying a disease target, predicting protein structure, and evaluating drug-likeness.

ToolUniverse Scientific Research Tools

Name: ToolUniverse Scientific Research Tools
Author: Microck

byMicrock

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データサイエンスとML

Empowers AI agents to conduct complex scientific research by providing standardized access to over 600 specialized tools across bioinformatics, genomics, and drug discovery.

概要

ToolUniverse transforms Claude into a virtual research scientist by offering a unified interface for over 600 scientific resources. It bridges the gap between large language models and domain-specific computational tools, allowing users to discover relevant datasets, execute complex bioinformatics workflows, and compose multi-step research pipelines. Whether you are performing protein structure prediction with AlphaFold, screening compounds for drug discovery, or analyzing genomic data, this skill provides the necessary standardized protocols and search capabilities to automate sophisticated scientific inquiries within a developer-centric environment.

主な機能

Access to 600+ scientific tools, machine learning models, and APIs
Semantic and keyword-based tool discovery using LLM or GPU search
Integration with major databases like PubChem, UniProt, and OpenTargets
Multi-step workflow composition for complex research pipelines
Standardized AI-Tool Interaction Protocol for seamless execution
81 GitHub stars

ユースケース

Conducting genomic analysis including sequence alignment and variant annotation
Automating drug discovery pipelines from target identification to virtual screening
Searching and integrating diverse scientific databases into AI-driven research workflows

概要

主な機能

Access to 600+ scientific tools, machine learning models, and APIs
Semantic and keyword-based tool discovery using LLM or GPU search
Integration with major databases like PubChem, UniProt, and OpenTargets
Multi-step workflow composition for complex research pipelines
Standardized AI-Tool Interaction Protocol for seamless execution
81 GitHub stars

ユースケース

Conducting genomic analysis including sequence alignment and variant annotation
Automating drug discovery pipelines from target identification to virtual screening
Searching and integrating diverse scientific databases into AI-driven research workflows